Hardware-constrained edge deep learning

• المؤلف الرئيسي: Ng, Jia Rui
• مؤلفون آخرون: Weichen Liu
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181190
• المؤسسة: Nanyang Technological University

Neural Networks have become commonplace in our daily lives, powering everything from language models in chatbots to computer vision models in industrial machinery. The unending quest for greater model performance has led to an exponential growth in model size. For many devices, especially edge dev...